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|Title:||Characterization of a cascade LMS predictor||Authors:||Huang, D.Y.
|Issue Date:||2005||Citation:||Huang, D.Y.,Su, X.,Nallanathan, A. (2005). Characterization of a cascade LMS predictor. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings III : III173-III176. ScholarBank@NUS Repository. https://doi.org/10.1109/ICASSP.2005.1415674||Abstract:||In this paper, an FIR cascade structure for adaptive linear prediction is studied in which each stage FIR filter is independently adapted using LMS algorithm. The theoretical analysis shows that the cascade performs a linear prediction in a way of successive refinement and each stage tries to obliterate the dominant mode of its input. Experimental results show that the performance of the cascade LMS predictor are in good agreement with our theoretical analysis. ©2005 IEEE.||Source Title:||ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings||URI:||http://scholarbank.nus.edu.sg/handle/10635/69584||ISBN:||0780388747||ISSN:||15206149||DOI:||10.1109/ICASSP.2005.1415674|
|Appears in Collections:||Staff Publications|
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